Search Results - data parallel programming model

Transformer: A New Paradigm for Building Data-Parallel Programming Models by Wang, Peng, Meng, Dan, Han, Jizhong, Zhan, Jianfeng, Tu, Bibo, Shi, Xiaofeng, Wan, Le

“… the transformer programming framework aims to facilitate the building of diverse data-parallel programming models…”
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A Structured Synchronization and Communication Model Fitting Irregular Data Accesses by Melin, Emmanuel, Raffin, Bruno, Rebeuf, Xavier, Virot, Bernard

“…In this paper, we present a parallel programming and execution model based on alogicalordering of control flows…”
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A Comparative Survey of Big Data Computing and HPC: From a Parallel Programming Model to a Cluster Architecture by Yin, Fei, Shi, Feng

“…With the rapid growth of artificial intelligence (AI), the Internet of Things (IoT) and big data, emerging applications that cross stacks with different techniques bring new challenges to parallel computing systems…”
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A Review on Large Scale Graph Processing Using Big Data Based Parallel Programming Models by Mohan, Anuraj, G, Remya

“… MapReduce has emerged as a Big Data based programming model for the processing of massively large datasets…”
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Experiences Porting NAMD to the Data Parallel C++ Programming Model by Hardy, David J, Choi, Jaemin, Jiang, Wei, Tajkhorshid, Emad

“…HPC applications have a growing need to leverage heterogeneous computing resources with a vendor-neutral programming paradigm. Data Parallel C++…”
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A data-driven energy management method for parallel PHEVs based on action dependent heuristic dynamic programming (ADHDP) model by Kong, Yan, Xu, Nan, Liu, Qiao, Sui, Yan, Yue, Fenglai

“… With the look-ahead information, a data-driven energy management method is proposed based on action dependent heuristic dynamic programming (ADHDP) algorithm…”
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A two-level formal model for Big Data processing programs by de Souza Neto, João Batista, Martins Moreira, Anamaria, Vargas-Solar, Genoveva, Musicante, Martin A.

“…•Proposal of new mutation operators for iterative data flow programs. This paper proposes a model for specifying data flow-based parallel data processing programs agnostic of target Big Data processing frameworks…”
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Understanding the Performances of Sparse Compression Formats Using Data Parallel Programming Model by Mehrez, Ichrak, Hamdi-Larbi, Olfa, Dufaud, Thomas, Emad, Nahid

“… The general context of this work is to propose an auto-tuner system that, given a sparse matrix, a numerical method, a parallel programming model and an architecture, can automatically select…”
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Data parallel C++ : mastering DPC++ for programming of heterogeneous systems using C++ and SYCL by Reinders, James, Ashbaugh, Ben, Brodman, James, Kinsner, Michael, Pennycook, John, Tian, Xinmin

“… Data parallelism in C++ enables access to parallel resources in a modern heterogeneous system, freeing you from being locked into any particular computing device. Now a single C++…”
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Portable data‐parallel surface reconstruction on a uniform rectilinear grid by Francois, Marianne M., Lo, Li‐Ta, Sewell, Christopher, Velechovsky, Jan

“… We have designed a 3D mesh data structure that is easily mapped to the 1D vectors used by Thrust and at the same time is simple to use and uses familiar data structure terminology…”
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Review of data-parallel programming model by Ke Hou, Jing Zhang, Jun-huai Li

“…Data-parallel programming model (DPPM for short) specialized for data-intensive computing becomes considerable popular because it simplifies the development of distributed parallel programs…”
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User transparency: a fully sequential programming model for efficient data parallel image processing by Seinstra, F. J., Koelma, D.

“…) implementation of data parallel imaging applications for execution on homogeneous distributed memory MIMD…”
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P2P-MapReduce: Parallel data processing in dynamic Cloud environments by Marozzo, Fabrizio, Talia, Domenico, Trunfio, Paolo

“…MapReduce is a programming model for parallel data processing widely used in Cloud computing environments…”
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A data parallel programming model based on distributed objects by Diaconescu, R., Conradi, R.

“…This paper proposes a data parallel programming model suitable for loosely synchronous, irregular applications…”
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Big data provenance: Challenges, state of the art and opportunities by Wang, Jianwu, Crawl, Daniel, Purawat, Shweta, Nguyen, Mai, Altintas, Ilkay

“…Ability to track provenance is a key feature of scientific workflows to support data lineage and reproducibility…”
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dataClay: The Integration of Persistent Data, Parallel Programming Models, and True Sharing by Cortes, Toni

“…). This differentiation between data has many negative side effects because persistent data cannot be integrated into the programming model…”
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Data Parallel Programming Model for Many-Core Architectures by Yongpeng Zhang

“… This is done by exploiting data parallelism in existing algorithms. However, programming in a data-parallel fashion imposes extra burdens to programmers, who are used to writing sequential programs…”
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PDDP, A Data Parallel Programming Model by Warren, Karen H.

“…PDDP, the parallel data distribution preprocessor, is a data parallel programming model for distributed memory parallel computers…”
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Programming models and systems for Big Data analysis by Belcastro, Loris, Marozzo, Fabrizio, Talia, Domenico

“… Taking into account the most popular programming models for Big Data analysis (MapReduce, Directed Acyclic Graph, Message Passing, Bulk Synchronous Parallel, Workflow and SQL-like…”
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Design and Implementation of Data-Flow Runtime System on Shenwei Processor by Pengfei ZHANG, Junshi CHEN, Zhong ZHENG, Peiqi SHEN, Hong AN, Le XU

“… The data-flow parallel programming model solves these problems well because of its natural parallelism and point-to-point synchronization…”
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